Course

Free to review

Early bird membership

Open by June 2021

Intro

Get yourself familiar with data science terminologies

Data science, ML, AI?

Coding toolbox

Python

To be the best, you have to know your tool well – Python, the #1 language for data science.

Conditional statements

Python 101

Data wrangling 1

Data wrangling 2

Data visualisation

Exploratory analysis

Pro skills

Version control and fetch web data are vital skills of data scientist.

Web scraping

SQL

Github

Machine learning

Acquire the core of ML and apply it through projects

Supervised learning

Regression models

Tree-based models

Unsupervised learning

Predicting housing Price

Other ML models

Bias & Variance

Feature engineering

Statistics & probability

Deep learning

Learn the state-of-the-art AI application.

Deep learning

Natural language processing 1

Natural language processing 2

Together, we make data science easier

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